SOTAVerified

Semantic Segmentation

Papers

Showing 21512160 of 14763 papers

TitleStatusHype
LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution KernelsCode1
Image Segmentation via Divisive Normalization: dealing with environmental diversity0
Segmentation by registration-enabled SAM prompt engineering using five reference imagesCode0
Segmentation-guided MRI reconstruction for meaningfully diverse reconstructionsCode0
RefMask3D: Language-Guided Transformer for 3D Referring SegmentationCode2
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image SegmentationCode1
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework0
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning0
Progressive Query Refinement Framework for Bird's-Eye-View Semantic Segmentation from Surrounding ImagesCode0
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic SegmentationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified